
ClarityOS
Your AI chief of staff for the day
What it does
ClarityOS is the world's first AI decision engine for professionals and students who are drowning in tasks and don't know where to start. You tell it your role, energy level, available time, and goals. It analyzes everything and delivers a ranked battle plan — with reasoning, subtasks, time estimates, and an insight you probably hadn't considered. - AI ranks your tasks by urgency, impact, and opportunity cost simultaneously - Every task gets broken into actionable subtasks automatically
Does the same job
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Clarity With AIJul 2026 · claritywithai.org · ▲2Clarity With AI | Smarter Tool Choices, Better Results
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
AI · 17d ago · simedw.com
Astute▲585Automate your B2B brand going viral, with new media creators
AI · 19d ago · company-app.joinastute.com


Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
AI · 27d ago · cactuscompute.com


Launched alongside, March 2026
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Switch from ChatGPT to Claude with import memory feature
AI · Mar 2026 · claude.com


